In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7fec7f16e3 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7fec7f16e3 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 05:19
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7fec7f16e3 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp - Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : 2.1
v3 : 4.4 |
Information
Published : 2020-12-10 23:15
Updated : 2024-11-21 05:19
NVD link : CVE-2020-26270
Mitre link : CVE-2020-26270
CVE.ORG link : CVE-2020-26270
JSON object : View
Products Affected
- tensorflow
CWE
CWE-20
Improper Input Validation